Large Scale Study: How Data From Popular Keyword Research Tools Compare
Frontpagedata.com (Daniel Kupka & Cédric Scherer) & Backlinko.com (Brian Dean)
2020-01-20
1 Introduction
There is a wealth of Software-as-a-Service (SaaS) companies today that offer a range of keyword analytics data, such as keyword search volume and keyword difficulty scores. For the end user, it is often challenging to make informed comparisons between different data providers, which may be skewed or misleading when viewed individually.
This large-scale analysis of Keyword Analytics data aims to compare data across various SEO tools. More specificially we will do a comparision of the following variables:
- Keyword Suggestions
- Average Monthly Search Volume
- Keyword Difficulty
- Cost-per-Click Ads data (in US dollar)
We compare the data of a total of 10 tools:
- Google Keyword Planner (no Keyword Difficulty output available)
- Ahrefs
- SEMrush
- Moz Pro (no CPC output available)
- KeywordTool.io
- KWfinder
- SECockpit
- Sistrix
- LongtailPro (only Volume, Difficulty & CPC)
- Ubersuggest (only Keyword Suggestions)
1.1 Methodology
Step 1 - Collect Seed Keywords: Seed Keywords were sourced from https://www.wordstream.com/popular-keywords. From 15 keyword categories, we selected randomly 5 keywords, totalling 75 keywords.
Step 2 - Collect Keyword Suggestion data for each SEO tool: We manually added each of the 75 keywords onto each SEO tool to receive the number of Keyword Suggestions.
Step 3 - Input Seed Keywords onto Google Keyword Planner and download all Keyword Suggestions: To gather data on Search Volume, CPC and Keyword Difficulty, we entered 5 keywords from each of the 155 categories onto the GKP. Then, we downloaded all the suggested Keywords into CSV files. This resulted into 59516 keyword observations.
Step 4 - Categorise data into different monthly Search Volume buckets and limit observations to 10.000 observations: From the GKP data, we removed search volumes smaller than 100 and dropped all NAs for the relevant variables. As a next step, we categorised the keywords into three search volume keyword size buckets (i.e. 100-1,000, 1,000-10,000, +10,000) and randomly selected 1/3 of observations from each.
Step 5 - Upload 10,000 onto each SEO tool and download Average Monthly Search Volume, Keyword Difficulty and CPC Ads data: Lastly, we uploaded the clean GKP data onto each SEO tool and downloaded the results.
1.2 General Notes
Multiples could be ordered by ranking of SEO tools (currently as in csv) and/or keyword categories (currently alphabetic) as well.
Median values and/or ranking could be replaced by mean. However, we use the median to visualize overall patterns for two reasons: (i) the data is skewed and a median is much less sensitive to skewed data than the average and (ii) the meidan is stable when being transformed to a logarithmic scale while the average is not (and due to the skewed data we need to use a logarithmic scale).
Key takeaways:
11 SEO tools for keyword suggestions with a maximum of 75 keywords.
9 SEO tools for keyword search volume, difficulty scores and CPC with a maximum of 9,909 keywords.
Google Keyword Planner does not provide any information on difficulty scores.
Moz Pro does not provide any information on CPC.
Sistrix has a low number of successful requests with 2,473 (Keyword Search Volume & Keyword Difficulty) and 2,368 (CPC) oberservations out of 10,000.
2 Keyword Suggestions
There are 11 SEO tools, each used to search 75 keywords. The keywords fall into 15 categories with each category containing 6 keywords. Minimum of suggestions was 5 and the highest value was 6,588,805.
2.1 Keyword Suggestions per SEO Tool
Key takeaways:
Ahrefs (43,488 and 23,021) and SEMrush (36,523 and 25,475) generate the most overall keyword suggestions, Google Keyword Planner (691), and KWfinder (581) the least.
The Google Keyword Planner provides 67.9% fewer keyword suggestions compared to (the median of the) other major paid SEO tools.
When we pit the Google Keyword Planner against the top tools in terms of keyword suggestions, we found that the Google Keyword Planner generates 98.1% fewer suggestions than SEMrush, 97% fewer than those made by Ahrefs, and 83.8% fewer than by Ubersuggest.
In general, we found a wide range of keyword volumes for the same exact set of keywords. For example, take a keyword like “insurance”. According to Google Keyword Planner, that keyword gets 789 searches per month. However, if you look up that same keyword in Ahrefs, you’ll get a completely different number of 6.59 million suggestions!
KWfinder, Google Keyword Planner, and KeywordTool.io reach very low levels of suggestions with a median below 1,000.
Moz Pro returns always a maximum of sugestions given the limit that is imposed by the software.
KWfinder never generates 1,000 suggestions or more.
Summary Plot
Each Search (The Raw Data)
To see more of the underlying pattern in keyword suggestions, we transform the x axis to a logarithmic scale and use so-called beeswarm plots to make the distribution more clear to the reader.
Takeaways:
Plot highlights how skewed the data is in terms of keyword categories and SEO tools (with a focus on categories).
Due to the skewed data, a logarithmic scale helps to visualize the large range of keyword suggestions.
Distributions & Ranges
Distributions can be effectively summarized as box and whiskers plots which indicate the median (thick line), the interquartile range (box), the minimum and maximum excluding outliers (whiskers), and outliers (points):
The pattern might be easier to read as linerange plot by showing the minimum-maximum range (line) and the median (dot):
Takeaways:
Patterns among Ahrefs, SEMrush, Sistrix, and Ubersuggest are more or less the same.
Google Keyword Planner, Moz Pro, SECockpit, KeywordTool.io, and KWfinder generate considerably less suggestions for most keyword categories.
KWfinder and KeywordTool.io show almost no variation (standard deviation of 98 and 335, respectively).
Moz Pro has no variation among keyword categories nor within each category (retunrs always 1,000 suggestions standard deviation of 0).
Interestingly, Financial Services does not score the most suggestions with Google Keyword Planner; Women Fashion and Diet have remarkably higher median values when compared to the other cateories (partly true for SECockpit as well).
2.2 Keyword Suggestions per Keyword Category
Key takeaways:
Financial Services (9,373), Online Marketing (6,128), and Women Fashion (3,661) generate the most suggestions, followed by Home Improvement (3,241), Wedding (2,373), Diet (2,168), and Gardening (1,754) when ranked by overall median.
Office Supplies (825), Web Hosting (1,000), and Dating (1,000) generate the least suggestions when ranked by overall median.
Summary Plot
We use the median to visualize overall patterns for two reasons: (i) the data is skewed and a median is much less sensitive to skewed data than the average and (ii) the meidan is stable when being transformed to a logarithmic scale while the average is not (and due to the skewed data we need to use a logarithmic scale later).
Each Search (The Raw Data)
Takeaways:
Plot highlights how skewed the data is in terms of keyword categories and SEO tools (with a focus on categories); the large grey dot indicates the median per category.
Due to the skewed data, a logarithmic scale helps to visualize the large range of keyword suggestions.
The distinct number of 1,000 suggestion deliverd by Moz Pro is clearly visible with a turquoise dotted line at that value.
Distributions & Ranges
Takeaways:
Ahrefs and SEMrush are more competitive in the categories Home Improvement, Online Marketing, Women Fashion, Legal, Automotive, Solar Energy, Vacations Travel, and Wedding when compared to the other SEO tools.
Ahrefs suggest notably more keywords in the categories Office Supplies, Vacations Travel, and Web Hosting
Google Keyword Planner and Moz Pro reach comparable amounts of suggestions as the other tools only in the categories Web Hosting and Office Supplies.
2.3 Keywords per Engine & Category
In the following, we investigate the data in a more detailled manner: each keyword, encoded by SEO tool and keyword category.
Key takeaways:
No clear pattern of one keyword category dominating the top keywords.
Top 10 keywords belong to a variety of categories: Financial Services, Women Fashion (both with 3 out of 10), Online Marketing, Home Improvement Diet, and Automotive (each 1 out of 10).
Ahrefs and SEMrush have notably higher amounts of suggestions for most keywords when compared to the other three SEO tools (often 5 to 8 times more than Ubersuggest which is ranked 3rd).
Linear Scale
All 75 Keywords
Top 25 Keywords
Logarithmic Scale
All 75 Keywords on a Logarithmic Scale
Takeaways:
Plot highlights the bias in keyword suggestions with a few keywords gaining high numbers; while this shows how skewed the data is, it makes it difficult to compare the amount of suggestions among SEO tools within a particular keyword.
A visualization using a logarithmic scale for keyword suggestions might help here:
Top 25 Keywords on a Logarithmic Scale
Takeaways:
It is immediately apparent that Ahrefs and SEMrush have by far the most suggestions in comparison to Ubersuggest, Sistrix, SECockpit, Moz Pro, KeywordTool.io, Google Keyword Planner, and KWfinder.
However, the skewed distribution among keywords within SEO tools is masked.
3 Keyword Search Volume
Key takeaways:
Sistrix has by far the highest median (10,000, 333% of the overall median of 3,000).
Median search volumes by KeywordTool.io (4,400), SECockpit, LongtailPro, SEMrush, Google Keyword Planner (all 3,600), and KWfinder (3,300) are all quite similar.
Moz Pro (2,300 - 76.7 of the overall median) and Ahrefs (1,900 - 63.3 of the overall median) have slightly lower overall search volumes.
Largest differences in search volumes are found in popular search terms with Sistrix delivering remarkably higher volumes (27,800 in category 10,000+ and 6,400 in cateogry 1,000-10,000 more than Google Keyword Planner).
Ahrefs and KWfinder generate always less search volume than Google Keyword Planner (a maximum difference of -2,200 and -1,900 in volume category 10,000+, by far the lowest values in this volume category).
Most top keywords with regard to search volume are requests related to financial services.
In general, all 9 SEO tools show a siginificant negative correlation of search volume and keyword lenght: the more characters the lower the search volume (volume = 10^(4.3739 + (-0.049) * length)). For example, using Google Keyword Planner, searching for a keyword with 20 characters reduces the search volume by 5,177 in comparison to a search with 10 characters.
3.1 Distribution of Keyword Search Volume
Takeaways:
Distributions of search volume are similar for most SEO tools; Sistrix and Moz Pro seem to have certain search volumes that are overrepresented.
KeywordTool.io reaches the highest values of search volumes (6.12M, 2,040 times as high as the overall median)
3.2 Distributions per Volume Category
Takeaways:
- Trends are the same when looking at different search volumes by category.
3.3 Comparison of Keyword Search Volumes to Google Keyword Planner
Takeaways:
Largest differences in search volumes are found in popular search terms (volume of 10,000+) with Sistrix delivering remarkably higher volumes (27,800 more than Google Keyword Planner).
Ahrefs and KWfinder generate always less search volume than Google Keyword Planner.
3.4 Top Keywords per SEO Tool
Key takeaways:
Most top keywords are requests related to financial services.
KeywordTool.io has by far the highest search volumes per top keyword (6.12M for the top keyword); Sistrix by far the lowest volumes (0.25M for all top keywords).
3.5 Keywords by Length
Takeaways:
In general, all 9 SEO tools show a siginificant negative correlation of search volume and keyword lenght: the more characters the lower the search volume (volume = 10^(4.3739 + (-0.049) * length)),
For example, using Google Keyword Planner, searching for a keyword with 20 characters reduces the search volume by 5,177 in comparison to a search with 10 characters.
4 Keyword Difficulty Scores
Key takeaways:
Difficulty scores a notably lower for Ahrefs and SECockpit (median of 16 and 7.4 and interquartile ranges of 5-36 and 5.2-10.4, respectively).
SEMrush and KeywordTool.io report the highest overall difficulty scores (median of 84.15 and 75 and interquartile ranges of 77.6-88.1 and 20-100, respectively).
Difficulty scores sometimes vary along the whole range of possible scores. For example, “adidas jacket” has a difficulty score of 1% with Ahrefs and 100% with KeywordTool.io. Similarly, a keyword such as “320 watt solar panel” reaches a score of 1% according to Ahrefs while KeywordTool.io scores it with 100%.
Some keywords have very similar difficulty scores among SEO tools: “keto almond flour cookies” for example scores between 30% and 37%`
4.1 Distribution of Difficulty Scores
Takeaways:
Difficulty scores a notably lower for Ahrefs and SECockpit (median of 16 and 7.4 and interquartile ranges of 5-36 and 5.2-10.4, respectively).
SEMrush and KeywordTool.io report the highest overall difficulty scores (median of 84.15 and 75 and interquartile ranges of 77.6-88.1 and 20-100, respectively).
Sistrix, Moz Pro, LongtailPro, and KWfinder show similar distributions of difficulty scores (medians of 49, 43, 41, and 38, respectively).
4.2 Distributions of Difficulty Scores by Volume Categories
Takeaways:
The pattern is similar when looking at the distributions of difficulty scores per volume category.
SECockpit reports remarkably lower difficulty scores in comparison to the other SEO tools in case (e.g. median of 9.2 versus medians from 16 to 84.15 in case of 10,000+).
Low and medium search volume gain lower difficulty scores than high search volumes when using Ahrefs as SEO tool (12 for 100-1,000, 16 for 1,000-10,000, and 36 for 10,000+).
4.3 Top Keywords per SEO Tool
Takeaways:
Variety of top keywords is remarkably higher with regard to difficulty scores than with regard to search volumes.
In general, Ahrefs, SEMrush, and KeywordTool.io score the highest difficulties (99%, 99.8%, and 100%, respectively for the top keyword with regard to difficulty) while those provided by SECockpit are the lowest for most of the top keywords (54-76% for keywords ranked 2 to 10).
5 Cost per Click (CPC)
Key takeaways:
SECockpit ($2.2) and Google Keyword Planner ($2.135) report slightly higher overall costs than the other SEO tools (overall median of $1.68).
SEMrush gains the lowest CPC (1.39).
SECockpit always has higher median CPC than Google Keyword Planner, independent of search volume category (0.14, 0.14, and 0.14, respectively).
Sistrix reports higher CPC in case of low search volumes of a range of 100-1,000 (-0.05).
Distributions of CPC are very similar among SEO tools. Interestingly, histograms indicate nearly identical distributions for Google Keyword Planner, SEMrush, and SECockpit as well as for KeywordTool.io, KWfinder, and LongtailPro.
Costs are sometimes very similar with roughly 0.1% of the keywords having CPCs that differ less than $0.10 and 11% with CPCs with a difference below $0.50. For example, CPC in case of “michelle obama purse” varies between $0.2 and $0.29.
Examples for large discrepancies in CPC are “fsa store coupon” ($1.1 with Ahrefs , $464.745 with Google Keyword Planner) and “register domain name google” ($16.94 with KeywordTool.io and KWfinder, $480.5 with SECockpit).
5.1 Distribution of CPC per SEO Tool
Takeaways:
Interestingly, histograms indicate nearly identical distributions for Google Keyword Planner, SEMrush, and SECockpit as well as for KeywordTool.io, KWfinder, and LongtailPro.
Sistrix shows the same unimodal distribution but has far less successful search requests (2,347 versus 9,000+ for all other tools).
Takeaways:
Distributions of CPC are very similar among SEO tools.
SECockpit ($2.20) and Google Keyword Planner ($2.13) report slighly higher overall costs than the other SEO tools (median of $1.68).
SEMrush gains the lowest CPC (1.39).
5.2 Distributions of CPC per Volume Category
Takeaways:
- Patterns are almost the same independent from SEO tool and volume category.
5.3 Comparison of Keyword Search Volumes to Google Keyword Planner
Takeaways:
SECockpit always has higher median CPC than Google Keyword Planner, independent of search volume category (0.14, 0.14, and 0.14, respectively).
All other have lower CPC than Google Keyword Planner (range between -0.82 and -0.05).
KWfinder, LogntailPro, KeywordTool.io, Ahrefs, Sistrix, and SEMrush always have lower average CPC than Google Keyword Planner.
5.4 Top Keywords per SEO Tool
Takeaways:
Google Keyword Planner and SECockpit have the keywords with the far highest costs per click with more than $500.
- Sistrix reports the overall lowest CPC for the top keywords ($90 to $195 for the top 10 keywords).
6 Overall Engine Performance
6.1 Heatmap of Engine Performance in Search Volume, Difficulty Scores & CPC
Heatmap per SEO Tool
The performance of variable search volume, difficulty score, and cost per click (CPC) per each SEO tool is visualized as difference to the overall median.
Key takeaways:
- Largest discrepancies in overall performance can be found for
- SECockpit (considerably lower difficulty scores and slightly higher CPC: 18.5% and 126.4%, respectively)
- Ahrefs (considerably lower difficulty scores and search volumes: 40% and 63.3%, respectively)
- Sistrix (considerably higher search volumes: 333.3%)
- SEMrush (considerably higher difficulty scores: 210.4%)
- KeywordTool.io (considerably higher search volumes and difficulty scores: 146.7% and 187.5%, respectively)
- No data was available in case of
- Difficulty scores for Google Keyword Planner and SECockpit
- Cost per click for Moz Pro
Heatmap per SEO Tool & Keyword Category
Key takeaways:
In general, keyword categories Finance, Automotive, and Retail score high search volumes across SEO tools.
SECockpit reports consistently difficulty scores above the overall median (12-25% of overall median).
Moz Pro generates the lowest search volumes in case of Dating, Marketing, and Wedding (all 5% of overall median)
SEMrush reports consistently difficulty scores below the overall median (171-218% of overall median); Ahrefs in case of most keyword categories (10-160%).
Cost per Click (CPC) are remarkably higher for the keyword categories Webhosting (460-1,058% of overall median), Legal (351-742%), Marketing (344-597%), Finance (255-407%), and Home (184-315%).
Cost per Click (CPC) are particularly low in case of Wedding (49-84% of overall median), Women Fashion (49-74%), Gardening (41-70%)), and Retail (45-100%).
No data was available in case of
- Difficulty scores for Google Keyword Planner and SECockpit
- Cost per click for Moz Pro
6.2 Engine Performance in Search Volume & CPC Compared to Google Keyword Planner
Key takeaways:
Sistrix has by far the largest search volume and SECockpit is the only tool that reports higher CPC than Google Keyword Planner.
Sistrix and KeywordTool.io generate considerably higher search volumes than Google Keyword Planner, Ahrefs and Moz remarkably lower ones.
Appendix
Additional Tables & Visualizations
2 Keyword Suggestions
Data Table
| Category | Keyword | SEO Tool | Suggestions | Median per Tool | Median per Category |
|---|---|---|---|---|---|
| Financial Services | finance | SECockpit | 684 | 1,155 | 9,373.0 |
| Google Keyword Planner | 691 | 691 | 9,373.0 | ||
| Ahrefs (all keyword ideas) | 1,269,225 | 43,488 | 9,373.0 | ||
| Ahrefs (phrase match) | 1,233,201 | 23,021 | 9,373.0 | ||
| SEMrush (broad match) | 1,201,273 | 36,523 | 9,373.0 | ||
| SEMrush (phrase match) | 973,555 | 25,475 | 9,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 9,373.0 | ||
| Ubersuggest (related) | 196,562 | 4,261 | 9,373.0 | ||
| KeywordTool.io | 1,370 | 846 | 9,373.0 | ||
| Sistrix | 49,974 | 1,264 | 9,373.0 | ||
| KWfinder | 429 | 581 | 9,373.0 | ||
| investing | SECockpit | 1,209 | 1,155 | 9,373.0 | |
| Google Keyword Planner | 2,528 | 691 | 9,373.0 | ||
| Ahrefs (all keyword ideas) | 264,668 | 43,488 | 9,373.0 | ||
| Ahrefs (phrase match) | 255,608 | 23,021 | 9,373.0 | ||
| SEMrush (broad match) | 1,209,214 | 36,523 | 9,373.0 | ||
| SEMrush (phrase match) | 135,075 | 25,475 | 9,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 9,373.0 | ||
| Ubersuggest (related) | 29,295 | 4,261 | 9,373.0 | ||
| KeywordTool.io | 1,260 | 846 | 9,373.0 | ||
| Sistrix | 9,016 | 1,264 | 9,373.0 | ||
| KWfinder | 457 | 581 | 9,373.0 | ||
| loans | SECockpit | 1,785 | 1,155 | 9,373.0 | |
| Google Keyword Planner | 936 | 691 | 9,373.0 | ||
| Ahrefs (all keyword ideas) | 1,007,861 | 43,488 | 9,373.0 | ||
| Ahrefs (phrase match) | 994,674 | 23,021 | 9,373.0 | ||
| SEMrush (broad match) | 1,851,628 | 36,523 | 9,373.0 | ||
| SEMrush (phrase match) | 541,163 | 25,475 | 9,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 9,373.0 | ||
| Ubersuggest (related) | 153,308 | 4,261 | 9,373.0 | ||
| KeywordTool.io | 1,324 | 846 | 9,373.0 | ||
| Sistrix | 33,873 | 1,264 | 9,373.0 | ||
| KWfinder | 543 | 581 | 9,373.0 | ||
| insurance | SECockpit | 2,079 | 1,155 | 9,373.0 | |
| Google Keyword Planner | 789 | 691 | 9,373.0 | ||
| Ahrefs (all keyword ideas) | 6,588,805 | 43,488 | 9,373.0 | ||
| Ahrefs (phrase match) | 6,522,620 | 23,021 | 9,373.0 | ||
| SEMrush (broad match) | 4,109,928 | 36,523 | 9,373.0 | ||
| SEMrush (phrase match) | 4,003,105 | 25,475 | 9,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 9,373.0 | ||
| Ubersuggest (related) | 823,235 | 4,261 | 9,373.0 | ||
| KeywordTool.io | 1,354 | 846 | 9,373.0 | ||
| Sistrix | 50,018 | 1,264 | 9,373.0 | ||
| KWfinder | 657 | 581 | 9,373.0 | ||
| financial advisor | SECockpit | 1,736 | 1,155 | 9,373.0 | |
| Google Keyword Planner | 695 | 691 | 9,373.0 | ||
| Ahrefs (all keyword ideas) | 74,293 | 43,488 | 9,373.0 | ||
| Ahrefs (phrase match) | 68,696 | 23,021 | 9,373.0 | ||
| SEMrush (broad match) | 59,695 | 36,523 | 9,373.0 | ||
| SEMrush (phrase match) | 41,971 | 25,475 | 9,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 9,373.0 | ||
| Ubersuggest (related) | 9,373 | 4,261 | 9,373.0 | ||
| KeywordTool.io | 1,015 | 846 | 9,373.0 | ||
| Sistrix | 2,977 | 1,264 | 9,373.0 | ||
| KWfinder | 598 | 581 | 9,373.0 | ||
| Diet | how to lose weight | SECockpit | 2,590 | 1,155 | 2,168.0 |
| Google Keyword Planner | 1,648 | 691 | 2,168.0 | ||
| Ahrefs (all keyword ideas) | 92,045 | 43,488 | 2,168.0 | ||
| Ahrefs (phrase match) | 30,342 | 23,021 | 2,168.0 | ||
| SEMrush (broad match) | 45,852 | 36,523 | 2,168.0 | ||
| SEMrush (phrase match) | 43,474 | 25,475 | 2,168.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,168.0 | ||
| Ubersuggest (related) | 10,055 | 4,261 | 2,168.0 | ||
| KeywordTool.io | 1,065 | 846 | 2,168.0 | ||
| KWfinder | 514 | 581 | 2,168.0 | ||
| low carb | SECockpit | 2,201 | 1,155 | 2,168.0 | |
| Google Keyword Planner | 1,378 | 691 | 2,168.0 | ||
| Ahrefs (all keyword ideas) | 319,292 | 43,488 | 2,168.0 | ||
| Ahrefs (phrase match) | 296,019 | 23,021 | 2,168.0 | ||
| SEMrush (broad match) | 188,911 | 36,523 | 2,168.0 | ||
| SEMrush (phrase match) | 180,554 | 25,475 | 2,168.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,168.0 | ||
| Ubersuggest (related) | 40,634 | 4,261 | 2,168.0 | ||
| KeywordTool.io | 1,211 | 846 | 2,168.0 | ||
| Sistrix | 6,753 | 1,264 | 2,168.0 | ||
| KWfinder | 617 | 581 | 2,168.0 | ||
| nutrition | SECockpit | 2,135 | 1,155 | 2,168.0 | |
| Google Keyword Planner | 1,025 | 691 | 2,168.0 | ||
| Ahrefs (all keyword ideas) | 1,490,264 | 43,488 | 2,168.0 | ||
| Ahrefs (phrase match) | 1,481,436 | 23,021 | 2,168.0 | ||
| SEMrush (broad match) | 1,317,219 | 36,523 | 2,168.0 | ||
| SEMrush (phrase match) | 1,112,682 | 25,475 | 2,168.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,168.0 | ||
| Ubersuggest (related) | 223,859 | 4,261 | 2,168.0 | ||
| KeywordTool.io | 1,352 | 846 | 2,168.0 | ||
| Sistrix | 50,054 | 1,264 | 2,168.0 | ||
| KWfinder | 578 | 581 | 2,168.0 | ||
| diet plans | SECockpit | 1,495 | 1,155 | 2,168.0 | |
| Google Keyword Planner | 1,766 | 691 | 2,168.0 | ||
| Ahrefs (all keyword ideas) | 29,129 | 43,488 | 2,168.0 | ||
| Ahrefs (phrase match) | 6,850 | 23,021 | 2,168.0 | ||
| SEMrush (broad match) | 85,786 | 36,523 | 2,168.0 | ||
| SEMrush (phrase match) | 4,025 | 25,475 | 2,168.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,168.0 | ||
| Ubersuggest (related) | 1,693 | 4,261 | 2,168.0 | ||
| KeywordTool.io | 708 | 846 | 2,168.0 | ||
| Sistrix | 147 | 1,264 | 2,168.0 | ||
| KWfinder | 535 | 581 | 2,168.0 | ||
| weight loss tips | SECockpit | 1,836 | 1,155 | 2,168.0 | |
| Google Keyword Planner | 907 | 691 | 2,168.0 | ||
| Ahrefs (all keyword ideas) | 17,659 | 43,488 | 2,168.0 | ||
| Ahrefs (phrase match) | 2,828 | 23,021 | 2,168.0 | ||
| SEMrush (broad match) | 3,865 | 36,523 | 2,168.0 | ||
| SEMrush (phrase match) | 3,756 | 25,475 | 2,168.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,168.0 | ||
| Ubersuggest (related) | 1,787 | 4,261 | 2,168.0 | ||
| KeywordTool.io | 624 | 846 | 2,168.0 | ||
| Sistrix | 208 | 1,264 | 2,168.0 | ||
| KWfinder | 572 | 581 | 2,168.0 | ||
| Online Marketing | marketing | SECockpit | 2,045 | 1,155 | 6,128.0 |
| Google Keyword Planner | 284 | 691 | 6,128.0 | ||
| Ahrefs (all keyword ideas) | 2,285,404 | 43,488 | 6,128.0 | ||
| Ahrefs (phrase match) | 2,281,425 | 23,021 | 6,128.0 | ||
| SEMrush (broad match) | 5,068,178 | 36,523 | 6,128.0 | ||
| SEMrush (phrase match) | 1,544,835 | 25,475 | 6,128.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 6,128.0 | ||
| Ubersuggest (related) | 378,278 | 4,261 | 6,128.0 | ||
| KeywordTool.io | 1,385 | 846 | 6,128.0 | ||
| Sistrix | 50,012 | 1,264 | 6,128.0 | ||
| KWfinder | 581 | 581 | 6,128.0 | ||
| seo | SECockpit | 2,103 | 1,155 | 6,128.0 | |
| Google Keyword Planner | 428 | 691 | 6,128.0 | ||
| Ahrefs (all keyword ideas) | 362,649 | 43,488 | 6,128.0 | ||
| Ahrefs (phrase match) | 351,981 | 23,021 | 6,128.0 | ||
| SEMrush (broad match) | 234,768 | 36,523 | 6,128.0 | ||
| SEMrush (phrase match) | 229,065 | 25,475 | 6,128.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 6,128.0 | ||
| Ubersuggest (related) | 77,664 | 4,261 | 6,128.0 | ||
| KeywordTool.io | 1,400 | 846 | 6,128.0 | ||
| Sistrix | 14,003 | 1,264 | 6,128.0 | ||
| KWfinder | 700 | 581 | 6,128.0 | ||
| digital marketing | SECockpit | 2,175 | 1,155 | 6,128.0 | |
| Google Keyword Planner | 377 | 691 | 6,128.0 | ||
| Ahrefs (all keyword ideas) | 127,183 | 43,488 | 6,128.0 | ||
| Ahrefs (phrase match) | 106,089 | 23,021 | 6,128.0 | ||
| SEMrush (broad match) | 102,613 | 36,523 | 6,128.0 | ||
| SEMrush (phrase match) | 96,133 | 25,475 | 6,128.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 6,128.0 | ||
| Ubersuggest (related) | 30,000 | 4,261 | 6,128.0 | ||
| KeywordTool.io | 1,107 | 846 | 6,128.0 | ||
| Sistrix | 9,117 | 1,264 | 6,128.0 | ||
| KWfinder | 685 | 581 | 6,128.0 | ||
| affiliate marketing | SECockpit | 455 | 1,155 | 6,128.0 | |
| Google Keyword Planner | 1,206 | 691 | 6,128.0 | ||
| Ahrefs (all keyword ideas) | 31,233 | 43,488 | 6,128.0 | ||
| Ahrefs (phrase match) | 25,350 | 23,021 | 6,128.0 | ||
| SEMrush (broad match) | 18,828 | 36,523 | 6,128.0 | ||
| SEMrush (phrase match) | 17,065 | 25,475 | 6,128.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 6,128.0 | ||
| Ubersuggest (related) | 6,128 | 4,261 | 6,128.0 | ||
| KeywordTool.io | 675 | 846 | 6,128.0 | ||
| Sistrix | 1,495 | 1,264 | 6,128.0 | ||
| KWfinder | 620 | 581 | 6,128.0 | ||
| marketing plan | SECockpit | 1,033 | 1,155 | 6,128.0 | |
| Google Keyword Planner | 543 | 691 | 6,128.0 | ||
| Ahrefs (all keyword ideas) | 54,207 | 43,488 | 6,128.0 | ||
| Ahrefs (phrase match) | 41,784 | 23,021 | 6,128.0 | ||
| SEMrush (broad match) | 44,816 | 36,523 | 6,128.0 | ||
| SEMrush (phrase match) | 34,153 | 25,475 | 6,128.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 6,128.0 | ||
| Ubersuggest (related) | 8,840 | 4,261 | 6,128.0 | ||
| KeywordTool.io | 988 | 846 | 6,128.0 | ||
| Sistrix | 2,439 | 1,264 | 6,128.0 | ||
| KWfinder | 594 | 581 | 6,128.0 | ||
| Women Fashion | dresses | SECockpit | 3,205 | 1,155 | 3,661.0 |
| Google Keyword Planner | 1,545 | 691 | 3,661.0 | ||
| Ahrefs (all keyword ideas) | 1,337,414 | 43,488 | 3,661.0 | ||
| Ahrefs (phrase match) | 1,240,915 | 23,021 | 3,661.0 | ||
| SEMrush (broad match) | 4,447,697 | 36,523 | 3,661.0 | ||
| SEMrush (phrase match) | 767,753 | 25,475 | 3,661.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,661.0 | ||
| Ubersuggest (related) | 293,656 | 4,261 | 3,661.0 | ||
| KeywordTool.io | 1,359 | 846 | 3,661.0 | ||
| Sistrix | 48,710 | 1,264 | 3,661.0 | ||
| KWfinder | 667 | 581 | 3,661.0 | ||
| clothes | SECockpit | 3,661 | 1,155 | 3,661.0 | |
| Google Keyword Planner | 2,336 | 691 | 3,661.0 | ||
| Ahrefs (all keyword ideas) | 2,019,714 | 43,488 | 3,661.0 | ||
| Ahrefs (phrase match) | 1,991,817 | 23,021 | 3,661.0 | ||
| SEMrush (broad match) | 2,886,463 | 36,523 | 3,661.0 | ||
| SEMrush (phrase match) | 1,076,138 | 25,475 | 3,661.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,661.0 | ||
| Ubersuggest (related) | 272,112 | 4,261 | 3,661.0 | ||
| KeywordTool.io | 1,354 | 846 | 3,661.0 | ||
| Sistrix | 49,243 | 1,264 | 3,661.0 | ||
| KWfinder | 276 | 581 | 3,661.0 | ||
| fashion | SECockpit | 2,349 | 1,155 | 3,661.0 | |
| Google Keyword Planner | 1,290 | 691 | 3,661.0 | ||
| Ahrefs (all keyword ideas) | 1,856,785 | 43,488 | 3,661.0 | ||
| Ahrefs (phrase match) | 1,805,903 | 23,021 | 3,661.0 | ||
| SEMrush (broad match) | 1,386,122 | 36,523 | 3,661.0 | ||
| SEMrush (phrase match) | 1,224,626 | 25,475 | 3,661.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,661.0 | ||
| Ubersuggest (related) | 310,343 | 4,261 | 3,661.0 | ||
| KeywordTool.io | 1,353 | 846 | 3,661.0 | ||
| Sistrix | 50,094 | 1,264 | 3,661.0 | ||
| KWfinder | 522 | 581 | 3,661.0 | ||
| cocktail dresses | SECockpit | 2,111 | 1,155 | 3,661.0 | |
| Google Keyword Planner | 1,600 | 691 | 3,661.0 | ||
| Ahrefs (all keyword ideas) | 39,866 | 43,488 | 3,661.0 | ||
| Ahrefs (phrase match) | 14,936 | 23,021 | 3,661.0 | ||
| SEMrush (broad match) | 34,840 | 36,523 | 3,661.0 | ||
| SEMrush (phrase match) | 13,029 | 25,475 | 3,661.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,661.0 | ||
| Ubersuggest (related) | 4,216 | 4,261 | 3,661.0 | ||
| KeywordTool.io | 788 | 846 | 3,661.0 | ||
| Sistrix | 916 | 1,264 | 3,661.0 | ||
| KWfinder | 634 | 581 | 3,661.0 | ||
| plus size dresses | SECockpit | 2,849 | 1,155 | 3,661.0 | |
| Google Keyword Planner | 1,884 | 691 | 3,661.0 | ||
| Ahrefs (all keyword ideas) | 100,985 | 43,488 | 3,661.0 | ||
| Ahrefs (phrase match) | 9,935 | 23,021 | 3,661.0 | ||
| SEMrush (broad match) | 60,499 | 36,523 | 3,661.0 | ||
| SEMrush (phrase match) | 27,851 | 25,475 | 3,661.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,661.0 | ||
| Ubersuggest (related) | 2,520 | 4,261 | 3,661.0 | ||
| KeywordTool.io | 846 | 846 | 3,661.0 | ||
| Sistrix | 2,910 | 1,264 | 3,661.0 | ||
| KWfinder | 501 | 581 | 3,661.0 | ||
| Home Improvement | construction | Google Keyword Planner | 369 | 691 | 3,241.0 |
| Ahrefs (all keyword ideas) | 2,474,705 | 43,488 | 3,241.0 | ||
| Ahrefs (phrase match) | 2,471,944 | 23,021 | 3,241.0 | ||
| SEMrush (broad match) | 1,964,290 | 36,523 | 3,241.0 | ||
| SEMrush (phrase match) | 1,782,879 | 25,475 | 3,241.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,241.0 | ||
| Ubersuggest (related) | 292,258 | 4,261 | 3,241.0 | ||
| KeywordTool.io | 1,384 | 846 | 3,241.0 | ||
| Sistrix | 50,173 | 1,264 | 3,241.0 | ||
| KWfinder | 363 | 581 | 3,241.0 | ||
| renovation | Google Keyword Planner | 369 | 691 | 3,241.0 | |
| Ahrefs (all keyword ideas) | 136,107 | 43,488 | 3,241.0 | ||
| Ahrefs (phrase match) | 133,467 | 23,021 | 3,241.0 | ||
| SEMrush (broad match) | 166,948 | 36,523 | 3,241.0 | ||
| SEMrush (phrase match) | 96,176 | 25,475 | 3,241.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,241.0 | ||
| Ubersuggest (related) | 21,632 | 4,261 | 3,241.0 | ||
| KeywordTool.io | 1,286 | 846 | 3,241.0 | ||
| Sistrix | 6,060 | 1,264 | 3,241.0 | ||
| KWfinder | 542 | 581 | 3,241.0 | ||
| bathroom remodel | SECockpit | 1,378 | 1,155 | 3,241.0 | |
| Google Keyword Planner | 677 | 691 | 3,241.0 | ||
| Ahrefs (all keyword ideas) | 25,836 | 43,488 | 3,241.0 | ||
| Ahrefs (phrase match) | 15,058 | 23,021 | 3,241.0 | ||
| SEMrush (broad match) | 20,392 | 36,523 | 3,241.0 | ||
| SEMrush (phrase match) | 12,416 | 25,475 | 3,241.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,241.0 | ||
| Ubersuggest (related) | 3,241 | 4,261 | 3,241.0 | ||
| KeywordTool.io | 724 | 846 | 3,241.0 | ||
| Sistrix | 877 | 1,264 | 3,241.0 | ||
| KWfinder | 461 | 581 | 3,241.0 | ||
| kitchen remodel | SECockpit | 945 | 1,155 | 3,241.0 | |
| Google Keyword Planner | 653 | 691 | 3,241.0 | ||
| Ahrefs (all keyword ideas) | 30,068 | 43,488 | 3,241.0 | ||
| Ahrefs (phrase match) | 15,710 | 23,021 | 3,241.0 | ||
| SEMrush (broad match) | 21,215 | 36,523 | 3,241.0 | ||
| SEMrush (phrase match) | 12,296 | 25,475 | 3,241.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,241.0 | ||
| Ubersuggest (related) | 3,358 | 4,261 | 3,241.0 | ||
| KeywordTool.io | 692 | 846 | 3,241.0 | ||
| Sistrix | 896 | 1,264 | 3,241.0 | ||
| KWfinder | 484 | 581 | 3,241.0 | ||
| general contractor | SECockpit | 860 | 1,155 | 3,241.0 | |
| Google Keyword Planner | 451 | 691 | 3,241.0 | ||
| Ahrefs (all keyword ideas) | 50,817 | 43,488 | 3,241.0 | ||
| Ahrefs (phrase match) | 47,254 | 23,021 | 3,241.0 | ||
| SEMrush (broad match) | 42,249 | 36,523 | 3,241.0 | ||
| SEMrush (phrase match) | 23,039 | 25,475 | 3,241.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 3,241.0 | ||
| Ubersuggest (related) | 4,261 | 4,261 | 3,241.0 | ||
| KeywordTool.io | 1,004 | 846 | 3,241.0 | ||
| Sistrix | 1,534 | 1,264 | 3,241.0 | ||
| KWfinder | 679 | 581 | 3,241.0 | ||
| Gardening | landscaping | SECockpit | 1,420 | 1,155 | 1,754.0 |
| Google Keyword Planner | 464 | 691 | 1,754.0 | ||
| Ahrefs (all keyword ideas) | 406,570 | 43,488 | 1,754.0 | ||
| Ahrefs (phrase match) | 403,114 | 23,021 | 1,754.0 | ||
| SEMrush (broad match) | 767,343 | 36,523 | 1,754.0 | ||
| SEMrush (phrase match) | 263,772 | 25,475 | 1,754.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,754.0 | ||
| Ubersuggest (related) | 60,255 | 4,261 | 1,754.0 | ||
| KeywordTool.io | 1,291 | 846 | 1,754.0 | ||
| Sistrix | 11,407 | 1,264 | 1,754.0 | ||
| KWfinder | 579 | 581 | 1,754.0 | ||
| landscape design | SECockpit | 1,144 | 1,155 | 1,754.0 | |
| Google Keyword Planner | 621 | 691 | 1,754.0 | ||
| Ahrefs (all keyword ideas) | 42,455 | 43,488 | 1,754.0 | ||
| Ahrefs (phrase match) | 28,504 | 23,021 | 1,754.0 | ||
| SEMrush (broad match) | 35,538 | 36,523 | 1,754.0 | ||
| SEMrush (phrase match) | 26,587 | 25,475 | 1,754.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,754.0 | ||
| Ubersuggest (related) | 6,295 | 4,261 | 1,754.0 | ||
| KeywordTool.io | 445 | 846 | 1,754.0 | ||
| Sistrix | 1,984 | 1,264 | 1,754.0 | ||
| KWfinder | 540 | 581 | 1,754.0 | ||
| garden centre | SECockpit | 844 | 1,155 | 1,754.0 | |
| Google Keyword Planner | 182 | 691 | 1,754.0 | ||
| Ahrefs (all keyword ideas) | 37,782 | 43,488 | 1,754.0 | ||
| Ahrefs (phrase match) | 8,001 | 23,021 | 1,754.0 | ||
| SEMrush (broad match) | 53,150 | 36,523 | 1,754.0 | ||
| SEMrush (phrase match) | 47,092 | 25,475 | 1,754.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,754.0 | ||
| Ubersuggest (related) | 8,082 | 4,261 | 1,754.0 | ||
| KeywordTool.io | 1,078 | 846 | 1,754.0 | ||
| Sistrix | 1,190 | 1,264 | 1,754.0 | ||
| KWfinder | 666 | 581 | 1,754.0 | ||
| gardening tools | SECockpit | 2,056 | 1,155 | 1,754.0 | |
| Google Keyword Planner | 1,622 | 691 | 1,754.0 | ||
| Ahrefs (all keyword ideas) | 6,037 | 43,488 | 1,754.0 | ||
| Ahrefs (phrase match) | 3,267 | 23,021 | 1,754.0 | ||
| SEMrush (broad match) | 16,215 | 36,523 | 1,754.0 | ||
| SEMrush (phrase match) | 2,016 | 25,475 | 1,754.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,754.0 | ||
| Ubersuggest (related) | 900 | 4,261 | 1,754.0 | ||
| KeywordTool.io | 636 | 846 | 1,754.0 | ||
| Sistrix | 240 | 1,264 | 1,754.0 | ||
| KWfinder | 624 | 581 | 1,754.0 | ||
| plant nursery | SECockpit | 1,754 | 1,155 | 1,754.0 | |
| Google Keyword Planner | 1,342 | 691 | 1,754.0 | ||
| Ahrefs (all keyword ideas) | 33,764 | 43,488 | 1,754.0 | ||
| Ahrefs (phrase match) | 18,008 | 23,021 | 1,754.0 | ||
| SEMrush (broad match) | 26,947 | 36,523 | 1,754.0 | ||
| SEMrush (phrase match) | 18,566 | 25,475 | 1,754.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,754.0 | ||
| Ubersuggest (related) | 3,720 | 4,261 | 1,754.0 | ||
| KeywordTool.io | 752 | 846 | 1,754.0 | ||
| Sistrix | 1,186 | 1,264 | 1,754.0 | ||
| KWfinder | 661 | 581 | 1,754.0 | ||
| Vacations Travel | travel agency | SECockpit | 1,195 | 1,155 | 1,376.0 |
| Google Keyword Planner | 554 | 691 | 1,376.0 | ||
| Ahrefs (all keyword ideas) | 86,272 | 43,488 | 1,376.0 | ||
| Ahrefs (phrase match) | 64,928 | 23,021 | 1,376.0 | ||
| SEMrush (broad match) | 70,617 | 36,523 | 1,376.0 | ||
| SEMrush (phrase match) | 61,296 | 25,475 | 1,376.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,376.0 | ||
| Ubersuggest (related) | 19,655 | 4,261 | 1,376.0 | ||
| KeywordTool.io | 1,121 | 846 | 1,376.0 | ||
| Sistrix | 6,965 | 1,264 | 1,376.0 | ||
| KWfinder | 496 | 581 | 1,376.0 | ||
| all inclusive resorts | SECockpit | 1,339 | 1,155 | 1,376.0 | |
| Google Keyword Planner | 706 | 691 | 1,376.0 | ||
| Ahrefs (all keyword ideas) | 82,001 | 43,488 | 1,376.0 | ||
| Ahrefs (phrase match) | 39,679 | 23,021 | 1,376.0 | ||
| SEMrush (broad match) | 48,465 | 36,523 | 1,376.0 | ||
| SEMrush (phrase match) | 31,456 | 25,475 | 1,376.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,376.0 | ||
| Ubersuggest (related) | 11,771 | 4,261 | 1,376.0 | ||
| KeywordTool.io | 826 | 846 | 1,376.0 | ||
| Sistrix | 4,122 | 1,264 | 1,376.0 | ||
| KWfinder | 525 | 581 | 1,376.0 | ||
| vacation packages | SECockpit | 1,211 | 1,155 | 1,376.0 | |
| Google Keyword Planner | 709 | 691 | 1,376.0 | ||
| Ahrefs (all keyword ideas) | 106,259 | 43,488 | 1,376.0 | ||
| Ahrefs (phrase match) | 52,750 | 23,021 | 1,376.0 | ||
| SEMrush (broad match) | 45,007 | 36,523 | 1,376.0 | ||
| SEMrush (phrase match) | 36,567 | 25,475 | 1,376.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,376.0 | ||
| Ubersuggest (related) | 19,248 | 4,261 | 1,376.0 | ||
| KeywordTool.io | 808 | 846 | 1,376.0 | ||
| Sistrix | 4,598 | 1,264 | 1,376.0 | ||
| KWfinder | 538 | 581 | 1,376.0 | ||
| cheap vacations | SECockpit | 1,367 | 1,155 | 1,376.0 | |
| Google Keyword Planner | 1,145 | 691 | 1,376.0 | ||
| Ahrefs (all keyword ideas) | 44,657 | 43,488 | 1,376.0 | ||
| Ahrefs (phrase match) | 4,524 | 23,021 | 1,376.0 | ||
| SEMrush (broad match) | 17,757 | 36,523 | 1,376.0 | ||
| SEMrush (phrase match) | 7,692 | 25,475 | 1,376.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,376.0 | ||
| Ubersuggest (related) | 1,254 | 4,261 | 1,376.0 | ||
| KeywordTool.io | 608 | 846 | 1,376.0 | ||
| Sistrix | 475 | 1,264 | 1,376.0 | ||
| KWfinder | 583 | 581 | 1,376.0 | ||
| travel deals | SECockpit | 1,376 | 1,155 | 1,376.0 | |
| Google Keyword Planner | 1,088 | 691 | 1,376.0 | ||
| Ahrefs (all keyword ideas) | 49,181 | 43,488 | 1,376.0 | ||
| Ahrefs (phrase match) | 15,414 | 23,021 | 1,376.0 | ||
| SEMrush (broad match) | 16,370 | 36,523 | 1,376.0 | ||
| SEMrush (phrase match) | 14,497 | 25,475 | 1,376.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,376.0 | ||
| Ubersuggest (related) | 5,631 | 4,261 | 1,376.0 | ||
| KeywordTool.io | 631 | 846 | 1,376.0 | ||
| Sistrix | 992 | 1,264 | 1,376.0 | ||
| KWfinder | 649 | 581 | 1,376.0 | ||
| Legal | legal aid | SECockpit | 766 | 1,155 | 1,311.0 |
| Google Keyword Planner | 326 | 691 | 1,311.0 | ||
| Ahrefs (all keyword ideas) | 73,499 | 43,488 | 1,311.0 | ||
| Ahrefs (phrase match) | 55,473 | 23,021 | 1,311.0 | ||
| SEMrush (broad match) | 45,987 | 36,523 | 1,311.0 | ||
| SEMrush (phrase match) | 44,703 | 25,475 | 1,311.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,311.0 | ||
| Ubersuggest (related) | 10,114 | 4,261 | 1,311.0 | ||
| KeywordTool.io | 891 | 846 | 1,311.0 | ||
| Sistrix | 3,957 | 1,264 | 1,311.0 | ||
| KWfinder | 700 | 581 | 1,311.0 | ||
| law firm | SECockpit | 1,011 | 1,155 | 1,311.0 | |
| Google Keyword Planner | 342 | 691 | 1,311.0 | ||
| Ahrefs (all keyword ideas) | 294,866 | 43,488 | 1,311.0 | ||
| Ahrefs (phrase match) | 289,472 | 23,021 | 1,311.0 | ||
| SEMrush (broad match) | 276,454 | 36,523 | 1,311.0 | ||
| SEMrush (phrase match) | 224,078 | 25,475 | 1,311.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,311.0 | ||
| Ubersuggest (related) | 35,696 | 4,261 | 1,311.0 | ||
| KeywordTool.io | 1,252 | 846 | 1,311.0 | ||
| Sistrix | 11,019 | 1,264 | 1,311.0 | ||
| KWfinder | 700 | 581 | 1,311.0 | ||
| legal separation | SECockpit | 594 | 1,155 | 1,311.0 | |
| Google Keyword Planner | 99 | 691 | 1,311.0 | ||
| Ahrefs (all keyword ideas) | 14,505 | 43,488 | 1,311.0 | ||
| Ahrefs (phrase match) | 11,141 | 23,021 | 1,311.0 | ||
| SEMrush (broad match) | 10,094 | 36,523 | 1,311.0 | ||
| SEMrush (phrase match) | 7,075 | 25,475 | 1,311.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,311.0 | ||
| Ubersuggest (related) | 1,532 | 4,261 | 1,311.0 | ||
| KeywordTool.io | 503 | 846 | 1,311.0 | ||
| Sistrix | 399 | 1,264 | 1,311.0 | ||
| KWfinder | 660 | 581 | 1,311.0 | ||
| attorney at law | SECockpit | 1,257 | 1,155 | 1,311.0 | |
| Google Keyword Planner | 788 | 691 | 1,311.0 | ||
| Ahrefs (all keyword ideas) | 38,683 | 43,488 | 1,311.0 | ||
| Ahrefs (phrase match) | 35,483 | 23,021 | 1,311.0 | ||
| SEMrush (broad match) | 23,509 | 36,523 | 1,311.0 | ||
| SEMrush (phrase match) | 19,083 | 25,475 | 1,311.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,311.0 | ||
| Ubersuggest (related) | 1,311 | 4,261 | 1,311.0 | ||
| KeywordTool.io | 906 | 846 | 1,311.0 | ||
| Sistrix | 2,712 | 1,264 | 1,311.0 | ||
| KWfinder | 614 | 581 | 1,311.0 | ||
| free legal advice | SECockpit | 602 | 1,155 | 1,311.0 | |
| Google Keyword Planner | 589 | 691 | 1,311.0 | ||
| Ahrefs (all keyword ideas) | 15,837 | 43,488 | 1,311.0 | ||
| Ahrefs (phrase match) | 6,001 | 23,021 | 1,311.0 | ||
| SEMrush (broad match) | 5,964 | 36,523 | 1,311.0 | ||
| SEMrush (phrase match) | 5,953 | 25,475 | 1,311.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,311.0 | ||
| Ubersuggest (related) | 1,397 | 4,261 | 1,311.0 | ||
| KeywordTool.io | 613 | 846 | 1,311.0 | ||
| Sistrix | 680 | 1,264 | 1,311.0 | ||
| KWfinder | 604 | 581 | 1,311.0 | ||
| Office Supplies | office equipment | SECockpit | 825 | 1,155 | 825.0 |
| Google Keyword Planner | 680 | 691 | 825.0 | ||
| Ahrefs (all keyword ideas) | 17,639 | 43,488 | 825.0 | ||
| Ahrefs (phrase match) | 9,452 | 23,021 | 825.0 | ||
| SEMrush (broad match) | 8,414 | 36,523 | 825.0 | ||
| SEMrush (phrase match) | 7,679 | 25,475 | 825.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 825.0 | ||
| Ubersuggest (related) | 1,527 | 4,261 | 825.0 | ||
| KeywordTool.io | 686 | 846 | 825.0 | ||
| Sistrix | 620 | 1,264 | 825.0 | ||
| KWfinder | 700 | 581 | 825.0 | ||
| stationery online | SECockpit | 517 | 1,155 | 825.0 | |
| Google Keyword Planner | 157 | 691 | 825.0 | ||
| Ahrefs (all keyword ideas) | 33,696 | 43,488 | 825.0 | ||
| Ahrefs (phrase match) | 717 | 23,021 | 825.0 | ||
| SEMrush (broad match) | 1,434 | 36,523 | 825.0 | ||
| SEMrush (phrase match) | 1,426 | 25,475 | 825.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 825.0 | ||
| Ubersuggest (related) | 432 | 4,261 | 825.0 | ||
| KeywordTool.io | 412 | 846 | 825.0 | ||
| Sistrix | 120 | 1,264 | 825.0 | ||
| KWfinder | 700 | 581 | 825.0 | ||
| cute office supplies | SECockpit | 370 | 1,155 | 825.0 | |
| Google Keyword Planner | 55 | 691 | 825.0 | ||
| Ahrefs (all keyword ideas) | 2,946 | 43,488 | 825.0 | ||
| Ahrefs (phrase match) | 145 | 23,021 | 825.0 | ||
| SEMrush (broad match) | 158 | 36,523 | 825.0 | ||
| SEMrush (phrase match) | 146 | 25,475 | 825.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 825.0 | ||
| Ubersuggest (related) | 24 | 4,261 | 825.0 | ||
| KeywordTool.io | 103 | 846 | 825.0 | ||
| Sistrix | 14 | 1,264 | 825.0 | ||
| KWfinder | 700 | 581 | 825.0 | ||
| office furniture | SECockpit | 2,547 | 1,155 | 825.0 | |
| Google Keyword Planner | 1,940 | 691 | 825.0 | ||
| Ahrefs (all keyword ideas) | 87,178 | 43,488 | 825.0 | ||
| Ahrefs (phrase match) | 54,994 | 23,021 | 825.0 | ||
| SEMrush (broad match) | 59,647 | 36,523 | 825.0 | ||
| SEMrush (phrase match) | 59,224 | 25,475 | 825.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 825.0 | ||
| Ubersuggest (related) | 18,078 | 4,261 | 825.0 | ||
| KeywordTool.io | 1,058 | 846 | 825.0 | ||
| Sistrix | 6,418 | 1,264 | 825.0 | ||
| KWfinder | 700 | 581 | 825.0 | ||
| office supply store | SECockpit | 658 | 1,155 | 825.0 | |
| Google Keyword Planner | 410 | 691 | 825.0 | ||
| Ahrefs (all keyword ideas) | 10,032 | 43,488 | 825.0 | ||
| Ahrefs (phrase match) | 3,372 | 23,021 | 825.0 | ||
| SEMrush (broad match) | 4,107 | 36,523 | 825.0 | ||
| SEMrush (phrase match) | 1,974 | 25,475 | 825.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 825.0 | ||
| Ubersuggest (related) | 250 | 4,261 | 825.0 | ||
| KeywordTool.io | 704 | 846 | 825.0 | ||
| Sistrix | 29 | 1,264 | 825.0 | ||
| KWfinder | 700 | 581 | 825.0 | ||
| Web Hosting | free web hosting | SECockpit | 669 | 1,155 | 1,000.0 |
| Google Keyword Planner | 1,401 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 14,315 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 3,559 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 4,315 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 3,972 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 1,181 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 562 | 846 | 1,000.0 | ||
| Sistrix | 287 | 1,264 | 1,000.0 | ||
| KWfinder | 546 | 581 | 1,000.0 | ||
| dedicated server | SECockpit | 778 | 1,155 | 1,000.0 | |
| Google Keyword Planner | 665 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 60,702 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 50,602 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 28,980 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 25,485 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 3,763 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 805 | 846 | 1,000.0 | ||
| Sistrix | 1,130 | 1,264 | 1,000.0 | ||
| KWfinder | 644 | 581 | 1,000.0 | ||
| best web hosting | SECockpit | 648 | 1,155 | 1,000.0 | |
| Google Keyword Planner | 1,246 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 11,931 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 2,368 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 3,358 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 2,902 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 919 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 487 | 846 | 1,000.0 | ||
| Sistrix | 179 | 1,264 | 1,000.0 | ||
| KWfinder | 618 | 581 | 1,000.0 | ||
| domain name registration | SECockpit | 523 | 1,155 | 1,000.0 | |
| Google Keyword Planner | 835 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 33,962 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 2,053 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 2,103 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 1,943 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 718 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 464 | 846 | 1,000.0 | ||
| Sistrix | 82 | 1,264 | 1,000.0 | ||
| KWfinder | 508 | 581 | 1,000.0 | ||
| cheap domains | SECockpit | 360 | 1,155 | 1,000.0 | |
| Google Keyword Planner | 217 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 10,757 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 299 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 2,288 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 429 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 81 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 255 | 846 | 1,000.0 | ||
| Sistrix | 40 | 1,264 | 1,000.0 | ||
| KWfinder | 553 | 581 | 1,000.0 | ||
| Dating | free dating sites | SECockpit | 1,088 | 1,155 | 1,000.0 |
| Google Keyword Planner | 757 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 49,099 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 6,838 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 24,250 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 15,450 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 1,946 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 656 | 846 | 1,000.0 | ||
| Sistrix | 528 | 1,264 | 1,000.0 | ||
| KWfinder | 550 | 581 | 1,000.0 | ||
| women seeking men | SECockpit | 89 | 1,155 | 1,000.0 | |
| Google Keyword Planner | 243 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 13,098 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 7,788 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 3,844 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 3,527 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 842 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 5 | 846 | 1,000.0 | ||
| Sistrix | 9 | 1,264 | 1,000.0 | ||
| KWfinder | 650 | 581 | 1,000.0 | ||
| speed dating | SECockpit | 772 | 1,155 | 1,000.0 | |
| Google Keyword Planner | 267 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 17,715 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 16,773 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 31,566 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 29,304 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 3,865 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 823 | 846 | 1,000.0 | ||
| Sistrix | 1,264 | 1,264 | 1,000.0 | ||
| KWfinder | 700 | 581 | 1,000.0 | ||
| interracial dating | SECockpit | 411 | 1,155 | 1,000.0 | |
| Google Keyword Planner | 194 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 8,300 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 5,120 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 3,951 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 3,751 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 920 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 440 | 846 | 1,000.0 | ||
| Sistrix | 188 | 1,264 | 1,000.0 | ||
| KWfinder | 700 | 581 | 1,000.0 | ||
| matrimonial | SECockpit | 865 | 1,155 | 1,000.0 | |
| Google Keyword Planner | 533 | 691 | 1,000.0 | ||
| Ahrefs (all keyword ideas) | 24,420 | 43,488 | 1,000.0 | ||
| Ahrefs (phrase match) | 23,021 | 23,021 | 1,000.0 | ||
| SEMrush (broad match) | 47,687 | 36,523 | 1,000.0 | ||
| SEMrush (phrase match) | 15,633 | 25,475 | 1,000.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,000.0 | ||
| Ubersuggest (related) | 5,913 | 4,261 | 1,000.0 | ||
| KeywordTool.io | 997 | 846 | 1,000.0 | ||
| Sistrix | 1,008 | 1,264 | 1,000.0 | ||
| KWfinder | 525 | 581 | 1,000.0 | ||
| Wedding | wedding cakes | SECockpit | 1,155 | 1,155 | 2,373.0 |
| Google Keyword Planner | 928 | 691 | 2,373.0 | ||
| Ahrefs (all keyword ideas) | 35,360 | 43,488 | 2,373.0 | ||
| Ahrefs (phrase match) | 31,459 | 23,021 | 2,373.0 | ||
| SEMrush (broad match) | 94,548 | 36,523 | 2,373.0 | ||
| SEMrush (phrase match) | 25,475 | 25,475 | 2,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,373.0 | ||
| Ubersuggest (related) | 7,030 | 4,261 | 2,373.0 | ||
| KeywordTool.io | 849 | 846 | 2,373.0 | ||
| Sistrix | 1,576 | 1,264 | 2,373.0 | ||
| KWfinder | 616 | 581 | 2,373.0 | ||
| wedding invitations | SECockpit | 1,423 | 1,155 | 2,373.0 | |
| Google Keyword Planner | 716 | 691 | 2,373.0 | ||
| Ahrefs (all keyword ideas) | 71,946 | 43,488 | 2,373.0 | ||
| Ahrefs (phrase match) | 55,974 | 23,021 | 2,373.0 | ||
| SEMrush (broad match) | 90,872 | 36,523 | 2,373.0 | ||
| SEMrush (phrase match) | 41,568 | 25,475 | 2,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,373.0 | ||
| Ubersuggest (related) | 14,621 | 4,261 | 2,373.0 | ||
| KeywordTool.io | 768 | 846 | 2,373.0 | ||
| Sistrix | 3,004 | 1,264 | 2,373.0 | ||
| KWfinder | 541 | 581 | 2,373.0 | ||
| wedding planner | SECockpit | 1,033 | 1,155 | 2,373.0 | |
| Google Keyword Planner | 333 | 691 | 2,373.0 | ||
| Ahrefs (all keyword ideas) | 42,023 | 43,488 | 2,373.0 | ||
| Ahrefs (phrase match) | 34,420 | 23,021 | 2,373.0 | ||
| SEMrush (broad match) | 36,523 | 36,523 | 2,373.0 | ||
| SEMrush (phrase match) | 28,913 | 25,475 | 2,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,373.0 | ||
| Ubersuggest (related) | 8,859 | 4,261 | 2,373.0 | ||
| KeywordTool.io | 1,055 | 846 | 2,373.0 | ||
| Sistrix | 2,373 | 1,264 | 2,373.0 | ||
| KWfinder | 561 | 581 | 2,373.0 | ||
| bridal dresses | SECockpit | 2,010 | 1,155 | 2,373.0 | |
| Google Keyword Planner | 1,390 | 691 | 2,373.0 | ||
| Ahrefs (all keyword ideas) | 39,276 | 43,488 | 2,373.0 | ||
| Ahrefs (phrase match) | 7,634 | 23,021 | 2,373.0 | ||
| SEMrush (broad match) | 25,032 | 36,523 | 2,373.0 | ||
| SEMrush (phrase match) | 12,729 | 25,475 | 2,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,373.0 | ||
| Ubersuggest (related) | 2,490 | 4,261 | 2,373.0 | ||
| KeywordTool.io | 761 | 846 | 2,373.0 | ||
| Sistrix | 636 | 1,264 | 2,373.0 | ||
| KWfinder | 534 | 581 | 2,373.0 | ||
| veil | SECockpit | 1,199 | 1,155 | 2,373.0 | |
| Google Keyword Planner | 339 | 691 | 2,373.0 | ||
| Ahrefs (all keyword ideas) | 166,008 | 43,488 | 2,373.0 | ||
| Ahrefs (phrase match) | 163,971 | 23,021 | 2,373.0 | ||
| SEMrush (broad match) | 119,340 | 36,523 | 2,373.0 | ||
| SEMrush (phrase match) | 96,817 | 25,475 | 2,373.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 2,373.0 | ||
| Ubersuggest (related) | 14,198 | 4,261 | 2,373.0 | ||
| KeywordTool.io | 1,361 | 846 | 2,373.0 | ||
| Sistrix | 4,204 | 1,264 | 2,373.0 | ||
| KWfinder | 577 | 581 | 2,373.0 | ||
| Automotive | automatic cars | SECockpit | 1,048 | 1,155 | 1,380.0 |
| Google Keyword Planner | 600 | 691 | 1,380.0 | ||
| Ahrefs (all keyword ideas) | 11,634 | 43,488 | 1,380.0 | ||
| Ahrefs (phrase match) | 3,726 | 23,021 | 1,380.0 | ||
| SEMrush (broad match) | 27,619 | 36,523 | 1,380.0 | ||
| SEMrush (phrase match) | 9,603 | 25,475 | 1,380.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,380.0 | ||
| Ubersuggest (related) | 1,960 | 4,261 | 1,380.0 | ||
| KeywordTool.io | 856 | 846 | 1,380.0 | ||
| Sistrix | 685 | 1,264 | 1,380.0 | ||
| KWfinder | 528 | 581 | 1,380.0 | ||
| motor car | SECockpit | 1,380 | 1,155 | 1,380.0 | |
| Google Keyword Planner | 717 | 691 | 1,380.0 | ||
| Ahrefs (all keyword ideas) | 43,488 | 43,488 | 1,380.0 | ||
| Ahrefs (phrase match) | 7,871 | 23,021 | 1,380.0 | ||
| SEMrush (broad match) | 18,265 | 36,523 | 1,380.0 | ||
| SEMrush (phrase match) | 18,265 | 25,475 | 1,380.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,380.0 | ||
| Ubersuggest (related) | 1,247 | 4,261 | 1,380.0 | ||
| KeywordTool.io | 1,098 | 846 | 1,380.0 | ||
| Sistrix | 997 | 1,264 | 1,380.0 | ||
| KWfinder | 390 | 581 | 1,380.0 | ||
| sale car | SECockpit | 3,153 | 1,155 | 1,380.0 | |
| Google Keyword Planner | 2,373 | 691 | 1,380.0 | ||
| Ahrefs (all keyword ideas) | 293,908 | 43,488 | 1,380.0 | ||
| Ahrefs (phrase match) | 5,811 | 23,021 | 1,380.0 | ||
| SEMrush (broad match) | 453,534 | 36,523 | 1,380.0 | ||
| SEMrush (phrase match) | 113,664 | 25,475 | 1,380.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,380.0 | ||
| Ubersuggest (related) | 526 | 4,261 | 1,380.0 | ||
| KeywordTool.io | 1,226 | 846 | 1,380.0 | ||
| Sistrix | 6,566 | 1,264 | 1,380.0 | ||
| KWfinder | 508 | 581 | 1,380.0 | ||
| automotive technician | SECockpit | 504 | 1,155 | 1,380.0 | |
| Google Keyword Planner | 200 | 691 | 1,380.0 | ||
| Ahrefs (all keyword ideas) | 8,834 | 43,488 | 1,380.0 | ||
| Ahrefs (phrase match) | 4,396 | 23,021 | 1,380.0 | ||
| SEMrush (broad match) | 3,950 | 36,523 | 1,380.0 | ||
| SEMrush (phrase match) | 3,607 | 25,475 | 1,380.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,380.0 | ||
| Ubersuggest (related) | 669 | 4,261 | 1,380.0 | ||
| KeywordTool.io | 600 | 846 | 1,380.0 | ||
| Sistrix | 281 | 1,264 | 1,380.0 | ||
| KWfinder | 700 | 581 | 1,380.0 | ||
| dealer | SECockpit | 1,383 | 1,155 | 1,380.0 | |
| Google Keyword Planner | 456 | 691 | 1,380.0 | ||
| Ahrefs (all keyword ideas) | 1,052,918 | 43,488 | 1,380.0 | ||
| Ahrefs (phrase match) | 1,037,053 | 23,021 | 1,380.0 | ||
| SEMrush (broad match) | 1,246,425 | 36,523 | 1,380.0 | ||
| SEMrush (phrase match) | 642,171 | 25,475 | 1,380.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,380.0 | ||
| Ubersuggest (related) | 152,426 | 4,261 | 1,380.0 | ||
| KeywordTool.io | 1,351 | 846 | 1,380.0 | ||
| Sistrix | 21,625 | 1,264 | 1,380.0 | ||
| KWfinder | 241 | 581 | 1,380.0 | ||
| Retail | what is retail | SECockpit | 552 | 1,155 | 1,238.5 |
| Google Keyword Planner | 184 | 691 | 1,238.5 | ||
| Ahrefs (all keyword ideas) | 17,705 | 43,488 | 1,238.5 | ||
| Ahrefs (phrase match) | 2,370 | 23,021 | 1,238.5 | ||
| SEMrush (broad match) | 8,567 | 36,523 | 1,238.5 | ||
| SEMrush (phrase match) | 7,505 | 25,475 | 1,238.5 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,238.5 | ||
| Ubersuggest (related) | 315 | 4,261 | 1,238.5 | ||
| KeywordTool.io | 768 | 846 | 1,238.5 | ||
| KWfinder | 477 | 581 | 1,238.5 | ||
| retail marketing | SECockpit | 441 | 1,155 | 1,238.5 | |
| Google Keyword Planner | 293 | 691 | 1,238.5 | ||
| Ahrefs (all keyword ideas) | 7,453 | 43,488 | 1,238.5 | ||
| Ahrefs (phrase match) | 2,985 | 23,021 | 1,238.5 | ||
| SEMrush (broad match) | 11,410 | 36,523 | 1,238.5 | ||
| SEMrush (phrase match) | 4,126 | 25,475 | 1,238.5 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,238.5 | ||
| Ubersuggest (related) | 817 | 4,261 | 1,238.5 | ||
| KeywordTool.io | 536 | 846 | 1,238.5 | ||
| Sistrix | 334 | 1,264 | 1,238.5 | ||
| KWfinder | 585 | 581 | 1,238.5 | ||
| promo code | SECockpit | 3,007 | 1,155 | 1,238.5 | |
| Google Keyword Planner | 2,139 | 691 | 1,238.5 | ||
| Ahrefs (all keyword ideas) | 908,287 | 43,488 | 1,238.5 | ||
| Ahrefs (phrase match) | 855,277 | 23,021 | 1,238.5 | ||
| SEMrush (broad match) | 860,316 | 36,523 | 1,238.5 | ||
| SEMrush (phrase match) | 758,291 | 25,475 | 1,238.5 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,238.5 | ||
| Ubersuggest (related) | 184,168 | 4,261 | 1,238.5 | ||
| KeywordTool.io | 1,366 | 846 | 1,238.5 | ||
| Sistrix | 50,050 | 1,264 | 1,238.5 | ||
| KWfinder | 552 | 581 | 1,238.5 | ||
| voucher codes | SECockpit | 1,125 | 1,155 | 1,238.5 | |
| Google Keyword Planner | 1,546 | 691 | 1,238.5 | ||
| Ahrefs (all keyword ideas) | 11,707 | 43,488 | 1,238.5 | ||
| Ahrefs (phrase match) | 8,562 | 23,021 | 1,238.5 | ||
| SEMrush (broad match) | 62,541 | 36,523 | 1,238.5 | ||
| SEMrush (phrase match) | 15,422 | 25,475 | 1,238.5 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,238.5 | ||
| Ubersuggest (related) | 4,487 | 4,261 | 1,238.5 | ||
| KeywordTool.io | 967 | 846 | 1,238.5 | ||
| Sistrix | 514 | 1,264 | 1,238.5 | ||
| KWfinder | 599 | 581 | 1,238.5 | ||
| retail trade | SECockpit | 520 | 1,155 | 1,238.5 | |
| Google Keyword Planner | 22 | 691 | 1,238.5 | ||
| Ahrefs (all keyword ideas) | 5,067 | 43,488 | 1,238.5 | ||
| Ahrefs (phrase match) | 1,352 | 23,021 | 1,238.5 | ||
| SEMrush (broad match) | 2,652 | 36,523 | 1,238.5 | ||
| SEMrush (phrase match) | 1,662 | 25,475 | 1,238.5 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,238.5 | ||
| Ubersuggest (related) | 218 | 4,261 | 1,238.5 | ||
| KeywordTool.io | 495 | 846 | 1,238.5 | ||
| Sistrix | 154 | 1,264 | 1,238.5 | ||
| KWfinder | 490 | 581 | 1,238.5 | ||
| Solar Energy | solar panels | SECockpit | 1,841 | 1,155 | 1,058.0 |
| Google Keyword Planner | 916 | 691 | 1,058.0 | ||
| Ahrefs (all keyword ideas) | 168,715 | 43,488 | 1,058.0 | ||
| Ahrefs (phrase match) | 155,362 | 23,021 | 1,058.0 | ||
| SEMrush (broad match) | 185,332 | 36,523 | 1,058.0 | ||
| SEMrush (phrase match) | 86,195 | 25,475 | 1,058.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,058.0 | ||
| Ubersuggest (related) | 21,147 | 4,261 | 1,058.0 | ||
| KeywordTool.io | 1,173 | 846 | 1,058.0 | ||
| Sistrix | 5,339 | 1,264 | 1,058.0 | ||
| KWfinder | 607 | 581 | 1,058.0 | ||
| solar battery charger | SECockpit | 778 | 1,155 | 1,058.0 | |
| Google Keyword Planner | 797 | 691 | 1,058.0 | ||
| Ahrefs (all keyword ideas) | 12,707 | 43,488 | 1,058.0 | ||
| Ahrefs (phrase match) | 3,223 | 23,021 | 1,058.0 | ||
| SEMrush (broad match) | 5,377 | 36,523 | 1,058.0 | ||
| SEMrush (phrase match) | 5,017 | 25,475 | 1,058.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,058.0 | ||
| Ubersuggest (related) | 634 | 4,261 | 1,058.0 | ||
| KeywordTool.io | 676 | 846 | 1,058.0 | ||
| Sistrix | 328 | 1,264 | 1,058.0 | ||
| KWfinder | 558 | 581 | 1,058.0 | ||
| solar panel price | SECockpit | 948 | 1,155 | 1,058.0 | |
| Google Keyword Planner | 1,096 | 691 | 1,058.0 | ||
| Ahrefs (all keyword ideas) | 11,032 | 43,488 | 1,058.0 | ||
| Ahrefs (phrase match) | 1,753 | 23,021 | 1,058.0 | ||
| SEMrush (broad match) | 4,710 | 36,523 | 1,058.0 | ||
| SEMrush (phrase match) | 3,171 | 25,475 | 1,058.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,058.0 | ||
| Ubersuggest (related) | 1,058 | 4,261 | 1,058.0 | ||
| KeywordTool.io | 806 | 846 | 1,058.0 | ||
| Sistrix | 273 | 1,264 | 1,058.0 | ||
| KWfinder | 498 | 581 | 1,058.0 | ||
| free energy | SECockpit | 759 | 1,155 | 1,058.0 | |
| Google Keyword Planner | 578 | 691 | 1,058.0 | ||
| Ahrefs (all keyword ideas) | 59,682 | 43,488 | 1,058.0 | ||
| Ahrefs (phrase match) | 46,123 | 23,021 | 1,058.0 | ||
| SEMrush (broad match) | 29,545 | 36,523 | 1,058.0 | ||
| SEMrush (phrase match) | 28,911 | 25,475 | 1,058.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,058.0 | ||
| Ubersuggest (related) | 2,987 | 4,261 | 1,058.0 | ||
| KeywordTool.io | 805 | 846 | 1,058.0 | ||
| Sistrix | 982 | 1,264 | 1,058.0 | ||
| KWfinder | 700 | 581 | 1,058.0 | ||
| sunpower | SECockpit | 679 | 1,155 | 1,058.0 | |
| Google Keyword Planner | 388 | 691 | 1,058.0 | ||
| Ahrefs (all keyword ideas) | 16,317 | 43,488 | 1,058.0 | ||
| Ahrefs (phrase match) | 16,317 | 23,021 | 1,058.0 | ||
| SEMrush (broad match) | 9,473 | 36,523 | 1,058.0 | ||
| SEMrush (phrase match) | 9,212 | 25,475 | 1,058.0 | ||
| Moz Pro (mix of sources) | 1,000 | 1,000 | 1,058.0 | ||
| Ubersuggest (related) | 1,631 | 4,261 | 1,058.0 | ||
| KeywordTool.io | 861 | 846 | 1,058.0 | ||
| Sistrix | 508 | 1,264 | 1,058.0 | ||
| KWfinder | 700 | 581 | 1,058.0 |
To get a sense of the data, we are looking at the distribution of suggestions per SEO tool and keyword category.
Distribution on a Linear Scale
Per SEO Tool:
Per Keyword Category:
Distribution on a Logarithmic Scale
Since the data is left-skewed (i.e. many more observations with low values compared to higher ones), we are going to use a logarithmic scale for the histograms and most of the following plots.
Per SEO Tool:
Per Keyword Category:
Raw Data Plots
In the following, we are looking at each search, mapped to SEO tools and keyword categories. The grey, large dot represents the median of each group, here SEO tool which are ranked by this value:
Per Search Eninge:
Per Keyword Category:
Per SEO Tool & Keyword Category on a Logarithmic Scale
Using small multiples, we can visualize the pattern of the raw data per tool and keyword category at the same time:
Keywords by Length
Per SEO Tool:
Per Keyword Category:
3 Keyword Search Volume
Summary Table
| SEO Tool | Minimum | Average | Median | Maximum | NAs |
|---|---|---|---|---|---|
| Google Keyword Planner | 110 | 15,453.3 | 3,600 | 1,500,000 | 0 |
| Ahrefs | 0 | 9,078.1 | 1,900 | 1,780,000 | 0 |
| Moz Pro | 5 | 11,362.5 | 2,300 | 904,000 | 0 |
| SEMrush | 20 | 15,452.8 | 3,600 | 1,830,000 | 0 |
| KeywordTool.io | 90 | 23,207.6 | 4,400 | 6,120,000 | 0 |
| KWfinder | 0 | 14,747.4 | 3,300 | 1,390,000 | 0 |
| LongtailPro | 90 | 15,650.8 | 3,600 | 1,500,000 | 0 |
| SECockpit | 70 | 15,640.8 | 3,600 | 1,500,000 | 0 |
| Sistrix | 25 | 26,854.2 | 10,000 | 250,000 | 0 |
Comparison Number of Keywords
Distribution on a Linear Scale
Distribution on a Logarithmic Scale
4 Difficulty Scores
Summary Table
| SEO Tool | Minimum | Average | Median | Maximum | NAs |
|---|---|---|---|---|---|
| Ahrefs | 0.0 | 22.34 | 16.00 | 99.00 | 0 |
| Moz Pro | 3.0 | 42.62 | 43.00 | 76.00 | 0 |
| SEMrush | 0.0 | 81.19 | 84.15 | 99.81 | 0 |
| KeywordTool.io | 0.0 | 61.57 | 75.00 | 100.00 | 0 |
| KWfinder | 6.0 | 39.19 | 38.00 | 86.00 | 0 |
| LongtailPro | 11.0 | 41.30 | 41.00 | 79.00 | 0 |
| SECockpit | 1.2 | 8.73 | 7.40 | 92.80 | 0 |
| Sistrix | 10.0 | 49.72 | 49.00 | 85.00 | 0 |
Comparison Number of Keywords
Distribution on a Linear Scale
Distribution on a Logarithmic Scale
5 Cost per Click (CPC)
Summary Table
| SEO Tool | Minimum | Average | Median | Maximum | NAs |
|---|---|---|---|---|---|
| Google Keyword Planner | 0.02 | 5.06 | 2.13 | 749.06 | 0 |
| Ahrefs | 0.01 | 3.63 | 1.60 | 355.00 | 0 |
| SEMrush | 0.01 | 3.14 | 1.39 | 209.10 | 0 |
| KeywordTool.io | 0.02 | 4.01 | 1.61 | 361.05 | 0 |
| KWfinder | 0.02 | 4.48 | 1.66 | 361.05 | 0 |
| LongtailPro | 0.01 | 4.35 | 1.62 | 361.05 | 0 |
| SECockpit | 0.01 | 5.27 | 2.20 | 502.10 | 0 |
| Sistrix | 0.11 | 5.10 | 1.66 | 195.47 | 0 |
Comparison Number of Keywords
Distribution on a Linear Scale
Session Info
## R version 3.6.2 (2019-12-12)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 17763)
##
## Matrix products: default
##
## locale:
## [1] LC_COLLATE=German_Germany.1252 LC_CTYPE=German_Germany.1252
## [3] LC_MONETARY=German_Germany.1252 LC_NUMERIC=C
## [5] LC_TIME=German_Germany.1252
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] patchwork_1.0.0.9000 ggsci_2.9 rcartocolor_2.0.0
## [4] kableExtra_1.1.0 ggtext_0.1.0 ggbeeswarm_0.6.0
## [7] showtext_0.7 showtextdb_2.0 sysfonts_0.8
## [10] janitor_1.2.0 rmdformats_0.3.6 inspectdf_0.0.7
## [13] DataExplorer_0.8.1 knitr_1.26 fs_1.3.1
## [16] imager_0.41.2 magrittr_1.5 magick_2.2
## [19] glue_1.3.1 treemapify_2.5.3 reshape2_1.4.3
## [22] prettydoc_0.3.1 mblm_0.12.1 sm_2.2-5.6
## [25] DT_0.10 sentimentr_2.7.1 tidytext_0.2.2
## [28] here_0.1 gganimate_1.0.4 scales_1.1.0
## [31] plotly_4.9.1 extrafont_0.17 hrbrthemes_0.7.1
## [34] ggthemes_4.2.0 readxl_1.3.1 forcats_0.4.0
## [37] stringr_1.4.0 dplyr_0.8.3 purrr_0.3.3
## [40] readr_1.3.1 tidyr_1.0.0 tibble_2.1.3
## [43] ggplot2_3.2.1 tidyverse_1.3.0
##
## loaded via a namespace (and not attached):
## [1] backports_1.1.5 systemfonts_0.1.1 selectr_0.4-2 plyr_1.8.5
## [5] igraph_1.2.4.2 lazyeval_0.2.2 SnowballC_0.6.0 digest_0.6.23
## [9] htmltools_0.4.0 tiff_0.1-5 fansi_0.4.0 ggfittext_0.8.1
## [13] modelr_0.1.5 extrafontdb_1.0 prettyunits_1.0.2 jpeg_0.1-8.1
## [17] colorspace_1.4-1 rvest_0.3.5 haven_2.2.0 xfun_0.11
## [21] tcltk_3.6.2 crayon_1.3.4 jsonlite_1.6 zeallot_0.1.0
## [25] gtable_0.3.0 webshot_0.5.2 scico_1.1.0 Rttf2pt1_1.3.7
## [29] DBI_1.0.0 qdapRegex_0.7.2 Rcpp_1.0.3 viridisLite_0.3.0
## [33] progress_1.2.2 gridtext_0.1.0 textclean_0.9.3 htmlwidgets_1.5.1
## [37] httr_1.4.1 ellipsis_0.3.0 pkgconfig_2.0.3 farver_2.0.1
## [41] dbplyr_1.4.2 utf8_1.1.4 tidyselect_0.2.5 labeling_0.3
## [45] rlang_0.4.2 munsell_0.5.0 cellranger_1.1.0 tools_3.6.2
## [49] cli_2.0.0 generics_0.0.2 gifski_0.8.6 broom_0.5.2
## [53] evaluate_0.14 yaml_2.2.0 readbitmap_0.1.5 nlme_3.1-142
## [57] xml2_1.2.2 tokenizers_0.2.1 compiler_3.6.2 rstudioapi_0.10
## [61] beeswarm_0.2.3 curl_4.3 png_0.1-7 reprex_0.3.0
## [65] syuzhet_1.0.4 tweenr_1.0.1 stringi_1.4.3 highr_0.8
## [69] gdtools_0.2.1 lattice_0.20-38 Matrix_1.2-18 markdown_1.1
## [73] vctrs_0.2.0 pillar_1.4.2 lifecycle_0.1.0 networkD3_0.4
## [77] data.table_1.12.8 R6_2.4.1 bookdown_0.16 gridExtra_2.3
## [81] bmp_0.3 vipor_0.4.5 janeaustenr_0.1.5 lexicon_1.2.1
## [85] assertthat_0.2.1 rprojroot_1.3-2 withr_2.1.2 parallel_3.6.2
## [89] hms_0.5.2 grid_3.6.2 rmarkdown_2.0 snakecase_0.11.0
## [93] lubridate_1.7.4